Built my first security tool - AI packet analyzer for learning network security
作者分享了首个安全项目NetNerve的成果,该工具利用AI将复杂的数据包捕获转化为易懂的分析结果。通过构建此工具,作者深入学习了网络协议、Python编程、API集成及Web开发等技能,并为学生提供了更高效的学习和实践方式。 2025-6-29 09:52:52 Author: www.reddit.com(查看原文) 阅读量:14 收藏

Hey r/netsecstudents!

Just finished my first "real" security project and wanted to share it with fellow students. Started this because I was struggling to understand what was actually happening in packet captures during my studies.

My Learning Challenge:
Taking security courses, I'd get .pcap files for assignments but spent forever trying to understand what Wireshark was showing me. The hex dumps and protocol details were overwhelming when I was just trying to learn the basics.

Project: NetNerve
Built an AI-powered tool that explains packet captures in plain English. Instead of staring at hex, you get readable analysis of network traffic.

What I learned building it:

  • Network protocols (way deeper than textbooks taught)

  • Python/Scapy for packet manipulation

  • API integration (used LLaMA-3 for AI analysis)

  • Web development (Next.js/FastAPI stack)

  • Security considerations (privacy-first design)

How it helps with studies:

  • Upload practice .pcap files

  • Get explanations of what traffic is doing

  • Learn to identify suspicious patterns

  • Understand protocol behaviors

  • Create better lab reports

Example output: Instead of seeing TCP flags and port numbers, you get "Detected port scanning activity from 192.168.1.100 targeting multiple services on the network, indicating potential reconnaissance."

For fellow students: This has been super helpful for CTF challenges and lab work. You can practice with pcap files and understand what's happening without getting lost in technical details first.

Try it: https://netnerve.vercel.app

Questions for the community:

  • Would this be useful for your coursework?

  • What other learning tools do you wish existed?

  • Any packet analysis tips for students?

Still learning and improving it. Happy to share more technical details about the build process!


文章来源: https://www.reddit.com/r/netsecstudents/comments/1lnaxk4/built_my_first_security_tool_ai_packet_analyzer/
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